ReguLA: A Self-Regulated Learning Component for Online Learning Systems
Resumo
This work describes the development of ReguLA, a technological component that encompasses Self-Regulated Learning (SRL) theory, aimed at empowering students to take an active role in their learning processes within online educational environments. SRL emphasizes the student as the protagonist by encouraging goal-setting, strategic monitoring, and reflective evaluation. Recognizing the challenges in applying SR particularly its voluntary adoption by learners ReguLA is designed to provide flexible support, allowing students to choose their level of engagement with self-regulatory practices. This approach fosters critical thinking and autonomy while respecting individual decision-making in learning. As a first phase, this study presents the theoretical foundations, the design of the components aligned with the SRL phases, and the prospects of integrating data mining techniques to refine personalized learning suggestions.Referências
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Leite, P. T. and Silveira, I. F. (2024). A computational system to support learning self-regulation to measure knowledge acquisition by students of computer science-related courses. In Anais do XXXV Simpósio Brasileiro de Informática na Educação (SBIE 2024), pages 101–114, Brasil. SBC.
Lima, G. D., Costa, J. A., Araújo, R. D., and Dorça, F. A. (2024). Arquitetura pedagógica apoiada por ia para o desenvolvimento da aprendizagem autorregulada em estudantes. In Simpósio Brasileiro de Informática na Educação (SBIE), pages 2999–3008. SBC.
Marini, J. A. d. S. and Boruchovitch, E. (2014). Self-regulated learning in students of pedagogy. Paidéia (Ribeirão Preto), 24:323–330.
Neo, A. V. B. S., Moura, J. A. B., de Araújo, J. M. F. R., Neo, G. S., and Júnior, O. d. G. F. (2024). Neoava: A virtual learning environment for self-regulated learning to be used by students and teachers. In Simpósio Brasileiro de Informática na Educação (SBIE), pages 1890–1903. SBC.
Panadero, E. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in psychology, 8:422.
Richey, R. C. and Klein, J. D. (2014). Design and development research: Methods, strategies, and issues. Routledge.
Zimmerman, B. J. (2000). Attaining self-regulation: A social cognitive perspective. Handbook of Self-Regulation, pages 13–39.
Zimmerman, B. J. (2002). Becoming a self-regulated learner: An overview. Theory into practice, 41(2):64–70.
Zimmerman, B. J. and Schunk, D. H. (2013). Self-regulated learning and academic achievement: Theoretical perspectives. Routledge.
Borges, G. D. O. L. and outros (2024). Modelagem de autoregulação da aprendizagem no ensino superior: Uma ferramenta para automatizar levantamento de perfis e recomendações personalizadas. In Anais do XXXV Simpósio Brasileiro de Informática na Educação (SBIE 2024), pages —, Brasil. SBC.
Brenner, C. A. (2022). Self-regulated learning, self-determination theory and teacher candidates’ development of competency-based teaching practices. Smart Learning Environments, 9(1):3.
de Souza Castro, V. and Oliveira, S. R. B. (2024). Aplicação de métodos ativos no ensino de análise e projeto de sistemas: Um relato da avaliação de desempenho. In Anais do XXXV Simpósio Brasileiro de Informática na Educação (SBIE 2024), pages 43–54, Brasil. SBC.
Edisherashvili, N., Saks, K., Pedaste, M., and Leijen, Ä. (2022). Supporting self-regulated learning in distance learning contexts at higher education level: systematic literature review. Frontiers in psychology, 12:792422.
Leite, P. T. and Silveira, I. F. (2024). A computational system to support learning self-regulation to measure knowledge acquisition by students of computer science-related courses. In Anais do XXXV Simpósio Brasileiro de Informática na Educação (SBIE 2024), pages 101–114, Brasil. SBC.
Lima, G. D., Costa, J. A., Araújo, R. D., and Dorça, F. A. (2024). Arquitetura pedagógica apoiada por ia para o desenvolvimento da aprendizagem autorregulada em estudantes. In Simpósio Brasileiro de Informática na Educação (SBIE), pages 2999–3008. SBC.
Marini, J. A. d. S. and Boruchovitch, E. (2014). Self-regulated learning in students of pedagogy. Paidéia (Ribeirão Preto), 24:323–330.
Neo, A. V. B. S., Moura, J. A. B., de Araújo, J. M. F. R., Neo, G. S., and Júnior, O. d. G. F. (2024). Neoava: A virtual learning environment for self-regulated learning to be used by students and teachers. In Simpósio Brasileiro de Informática na Educação (SBIE), pages 1890–1903. SBC.
Panadero, E. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in psychology, 8:422.
Richey, R. C. and Klein, J. D. (2014). Design and development research: Methods, strategies, and issues. Routledge.
Zimmerman, B. J. (2000). Attaining self-regulation: A social cognitive perspective. Handbook of Self-Regulation, pages 13–39.
Zimmerman, B. J. (2002). Becoming a self-regulated learner: An overview. Theory into practice, 41(2):64–70.
Zimmerman, B. J. and Schunk, D. H. (2013). Self-regulated learning and academic achievement: Theoretical perspectives. Routledge.
Publicado
25/11/2025
Como Citar
RAMOS, Silas Augusto; BARROS, Abílio Nogueira; SILVA, Rafael de Amorim; MANGAROSKA, Katerina; VESIN, Boban; MELLO, Rafael Ferreira.
ReguLA: A Self-Regulated Learning Component for Online Learning Systems. In: WORKSHOP DE APLICAÇÕES PRÁTICAS DE LEARNING ANALYTICS E INTELIGÊNCIA ARTIFICIAL NO BRASIL (WAPLA), 3. , 2025, Curitiba/PR.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2025
.
p. 22-30.
DOI: https://doi.org/10.5753/wapla.2025.15868.
